Dataset info
| Number of variables | 35 |
|---|---|
| Number of observations | 3961 |
| Missing cells | 0 (0.0%) |
| Duplicate rows | 0 (0.0%) |
| Total size in memory | 1.1 MiB |
| Average record size in memory | 280.0 B |
Variables types
| Numeric | 16 |
|---|---|
| Categorical | 5 |
| Boolean | 6 |
| Date | 0 |
| URL | 0 |
| Text (Unique) | 0 |
| Rejected | 8 |
| Unsupported | 0 |
Warnings
All.Star has 3837 (96.9%) zeros | Zeros |
All_NBA is highly correlated with All.Star (ρ = 0.9302210318) | Rejected |
Assits.per.Game has 1929 (48.7%) zeros | Zeros |
AST has 1921 (48.5%) zeros | Zeros |
BPM has 1892 (47.8%) zeros | Zeros |
College has a high cardinality: 489 distinct values | Warning |
Executive has a high cardinality: 162 distinct values | Warning |
FG_Percentage has 1888 (47.7%) zeros | Zeros |
FT_Percentage is highly correlated with FG_Percentage (ρ = 0.9122356846) | Rejected |
Games has 1869 (47.2%) zeros | Zeros |
Minutes.per.Game has 1870 (47.2%) zeros | Zeros |
Minutes.Played is highly correlated with Games (ρ = 0.9669566564) | Rejected |
Player has a high cardinality: 3905 distinct values | Warning |
Points.per.Game is highly correlated with Minutes.per.Game (ρ = 0.9549700636) | Rejected |
PTS is highly correlated with Minutes.Played (ρ = 0.9671282012) | Rejected |
Tenure has a high cardinality: 214 distinct values | Warning |
TP_Percentage has 2460 (62.1%) zeros | Zeros |
TRB has 1885 (47.6%) zeros | Zeros |
TRB.per.game has 1885 (47.6%) zeros | Zeros |
Unnamed_0 is highly correlated with Exec_ID (ρ = 0.997587063) | Rejected |
VORP has 2007 (50.7%) zeros | Zeros |
Win.Share is highly correlated with VORP (ρ = 0.9249732369) | Rejected |
WS_per_game has 1877 (47.4%) zeros | Zeros |
Yrs is highly correlated with Minutes.Played (ρ = 0.9217586744) | Rejected |
All.Star
Numeric
| Distinct count | 17 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.1754607422 |
|---|---|
| Minimum | 0 |
| Maximum | 18 |
| Zeros (%) | 96.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 18 |
| Range | 18 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1.193950956 |
|---|---|
| Coef of variation | 6.804661491 |
| Kurtosis | 79.83080834 |
| Mean | 0.1754607422 |
| MAD | 0.3399358081 |
| Skewness | 8.426633563 |
| Sum | 695 |
| Variance | 1.425518885 |
| Memory size | 31.1 KiB |
| Value | Count | Frequency (%) | |
| 0 | 3837 | 96.9% | |
| 2 | 18 | 0.5% | |
| 3 | 15 | 0.4% | |
| 1 | 14 | 0.4% | |
| 5 | 13 | 0.3% | |
| 4 | 13 | 0.3% | |
| 6 | 9 | 0.2% | |
| 7 | 8 | 0.2% | |
| 12 | 6 | 0.2% | |
| 10 | 6 | 0.2% | |
| Other values (7) | 22 | 0.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 3837 | 96.9% | |
| 1 | 14 | 0.4% | |
| 2 | 18 | 0.5% | |
| 3 | 15 | 0.4% | |
| 4 | 13 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 18 | 1 | < 0.1% | |
| 15 | 3 | 0.1% | |
| 14 | 2 | 0.1% | |
| 13 | 1 | < 0.1% | |
| 12 | 6 | 0.2% |
All_NBA
Highly correlated
This variable is highly correlated with All.Star and should be ignored for analysis
| Correlation | 0.9302210318 |
|---|
Assits.per.Game
Numeric
| Distinct count | 85 |
|---|---|
| Unique (%) | 2.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.8253976269 |
|---|---|
| Minimum | 0 |
| Maximum | 11.2 |
| Zeros (%) | 48.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0.2 |
| Q3 | 1.1 |
| 95-th percentile | 3.6 |
| Maximum | 11.2 |
| Range | 11.2 |
| Interquartile range | 1.1 |
Descriptive statistics
| Standard deviation | 1.356721483 |
|---|---|
| Coef of variation | 1.643718662 |
| Kurtosis | 8.385866242 |
| Mean | 0.8253976269 |
| MAD | 0.9449829348 |
| Skewness | 2.575663731 |
| Sum | 3269.4 |
| Variance | 1.840693181 |
| Memory size | 31.1 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1929 | 48.7% | |
| 0.3 | 119 | 3.0% | |
| 0.5 | 117 | 3.0% | |
| 0.6 | 114 | 2.9% | |
| 0.7 | 111 | 2.8% | |
| 0.8 | 105 | 2.7% | |
| 0.4 | 103 | 2.6% | |
| 1 | 92 | 2.3% | |
| 0.2 | 89 | 2.2% | |
| 0.9 | 80 | 2.0% | |
| Other values (75) | 1102 | 27.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1929 | 48.7% | |
| 0.1 | 51 | 1.3% | |
| 0.2 | 89 | 2.2% | |
| 0.3 | 119 | 3.0% | |
| 0.4 | 103 | 2.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 11.2 | 1 | < 0.1% | |
| 10.5 | 1 | < 0.1% | |
| 9.9 | 1 | < 0.1% | |
| 9.3 | 1 | < 0.1% | |
| 9.1 | 1 | < 0.1% |
AST
Numeric
| Distinct count | 1066 |
|---|---|
| Unique (%) | 26.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 432.9896491 |
|---|---|
| Minimum | 0 |
| Maximum | 15806 |
| Zeros (%) | 48.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 2 |
| Q3 | 291 |
| 95-th percentile | 2500 |
| Maximum | 15806 |
| Range | 15806 |
| Interquartile range | 291 |
Descriptive statistics
| Standard deviation | 1075.607503 |
|---|---|
| Coef of variation | 2.484141377 |
| Kurtosis | 30.6590056 |
| Mean | 432.9896491 |
| MAD | 612.1700206 |
| Skewness | 4.543691786 |
| Sum | 1715072 |
| Variance | 1156931.501 |
| Memory size | 31.1 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1921 | 48.5% | |
| 1 | 42 | 1.1% | |
| 2 | 34 | 0.9% | |
| 3 | 33 | 0.8% | |
| 5 | 25 | 0.6% | |
| 7 | 21 | 0.5% | |
| 11 | 17 | 0.4% | |
| 6 | 16 | 0.4% | |
| 9 | 15 | 0.4% | |
| 4 | 15 | 0.4% | |
| Other values (1056) | 1822 | 46.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1921 | 48.5% | |
| 1 | 42 | 1.1% | |
| 2 | 34 | 0.9% | |
| 3 | 33 | 0.8% | |
| 4 | 15 | 0.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 15806 | 1 | < 0.1% | |
| 12091 | 1 | < 0.1% | |
| 10335 | 1 | < 0.1% | |
| 10334 | 1 | < 0.1% | |
| 10141 | 1 | < 0.1% |
attend_college
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 | 296 |
| Value | Count | Frequency (%) | |
| 1 | 3665 | 92.5% | |
| 0 | 296 | 7.5% |
BPM
Numeric
| Distinct count | 228 |
|---|---|
| Unique (%) | 5.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -1.425195658 |
|---|---|
| Minimum | -53.6 |
| Maximum | 19.6 |
| Zeros (%) | 47.8% |
Quantile statistics
| Minimum | -53.6 |
|---|---|
| 5-th percentile | -7.1 |
| Q1 | -2.5 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.4 |
| Maximum | 19.6 |
| Range | 73.2 |
| Interquartile range | 2.5 |
Descriptive statistics
| Standard deviation | 3.36570814 |
|---|---|
| Coef of variation | -2.361576196 |
| Kurtosis | 34.26671376 |
| Mean | -1.425195658 |
| MAD | 2.207765043 |
| Skewness | -3.683477664 |
| Sum | -5645.2 |
| Variance | 11.32799128 |
| Memory size | 31.1 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1892 | 47.8% | |
| -2.1 | 33 | 0.8% | |
| -1.3 | 33 | 0.8% | |
| -2.8 | 32 | 0.8% | |
| -2.4 | 30 | 0.8% | |
| -2.9 | 30 | 0.8% | |
| -2.2 | 30 | 0.8% | |
| -1.8 | 30 | 0.8% | |
| -1.1 | 30 | 0.8% | |
| -2.3 | 30 | 0.8% | |
| Other values (218) | 1791 | 45.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -53.6 | 1 | < 0.1% | |
| -43.5 | 1 | < 0.1% | |
| -38.4 | 1 | < 0.1% | |
| -37.4 | 1 | < 0.1% | |
| -27.8 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 19.6 | 1 | < 0.1% | |
| 16.3 | 1 | < 0.1% | |
| 11 | 1 | < 0.1% | |
| 9.2 | 1 | < 0.1% | |
| 8.1 | 1 | < 0.1% |
College
Categorical
| Distinct count | 489 |
|---|---|
| Unique (%) | 12.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | 296 |
|---|---|
| University of California, Los Angeles | 68 |
| University of North Carolina | 68 |
| Other values (486) |
| Value | Count | Frequency (%) | |
| 0 | 296 | 7.5% | |
| University of California, Los Angeles | 68 | 1.7% | |
| University of North Carolina | 68 | 1.7% | |
| University of Kentucky | 66 | 1.7% | |
| Duke University | 58 | 1.5% | |
| University of Kansas | 53 | 1.3% | |
| University of Arizona | 52 | 1.3% | |
| University of Michigan | 43 | 1.1% | |
| Syracuse University | 42 | 1.1% | |
| University of Nevada, Las Vegas | 41 | 1.0% | |
| Other values (479) | 3174 | 80.1% |
| Max length | 58 |
|---|---|
| Mean length | 22.475385 |
| Min length | 1 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
Draft_Yr
Numeric
| Distinct count | 40 |
|---|---|
| Unique (%) | 1.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1989.792477 |
|---|---|
| Minimum | 1976 |
| Maximum | 2015 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1976 |
|---|---|
| 5-th percentile | 1977 |
| Q1 | 1981 |
| Median | 1985 |
| Q3 | 1999 |
| 95-th percentile | 2012 |
| Maximum | 2015 |
| Range | 39 |
| Interquartile range | 18 |
Descriptive statistics
| Standard deviation | 11.50069624 |
|---|---|
| Coef of variation | 0.005779847084 |
| Kurtosis | -0.7421301159 |
| Mean | 1989.792477 |
| MAD | 9.869702204 |
| Skewness | 0.7567834076 |
| Sum | 7881568 |
| Variance | 132.2660141 |
| Memory size | 31.1 KiB |
| Value | Count | Frequency (%) | |
| 1984 | 228 | 5.8% | |
| 1983 | 226 | 5.7% | |
| 1982 | 224 | 5.7% | |
| 1981 | 223 | 5.6% | |
| 1980 | 209 | 5.3% | |
| 1979 | 198 | 5.0% | |
| 1978 | 197 | 5.0% | |
| 1976 | 171 | 4.3% | |
| 1977 | 165 | 4.2% | |
| 1987 | 161 | 4.1% | |
| Other values (30) | 1959 | 49.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1976 | 171 | 4.3% | |
| 1977 | 165 | 4.2% | |
| 1978 | 197 | 5.0% | |
| 1979 | 198 | 5.0% | |
| 1980 | 209 | 5.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2015 | 60 | 1.5% | |
| 2014 | 60 | 1.5% | |
| 2013 | 60 | 1.5% | |
| 2012 | 60 | 1.5% | |
| 2011 | 60 | 1.5% |
Exec_draft_exp
Numeric
| Distinct count | 25 |
|---|---|
| Unique (%) | 0.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.14642767 |
|---|---|
| Minimum | 1 |
| Maximum | 25 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| Median | 4 |
| Q3 | 7 |
| 95-th percentile | 14 |
| Maximum | 25 |
| Range | 24 |
| Interquartile range | 5 |
Descriptive statistics
| Standard deviation | 4.311104758 |
|---|---|
| Coef of variation | 0.8376887881 |
| Kurtosis | 2.231751176 |
| Mean | 5.14642767 |
| MAD | 3.311224352 |
| Skewness | 1.483612848 |
| Sum | 20385 |
| Variance | 18.58562423 |
| Memory size | 31.1 KiB |
| Value | Count | Frequency (%) | |
| 1 | 772 | 19.5% | |
| 2 | 581 | 14.7% | |
| 3 | 470 | 11.9% | |
| 4 | 411 | 10.4% | |
| 5 | 333 | 8.4% | |
| 6 | 257 | 6.5% | |
| 7 | 223 | 5.6% | |
| 8 | 190 | 4.8% | |
| 9 | 159 | 4.0% | |
| 10 | 114 | 2.9% | |
| Other values (15) | 451 | 11.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 772 | 19.5% | |
| 2 | 581 | 14.7% | |
| 3 | 470 | 11.9% | |
| 4 | 411 | 10.4% | |
| 5 | 333 | 8.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 25 | 1 | < 0.1% | |
| 24 | 5 | 0.1% | |
| 23 | 5 | 0.1% | |
| 22 | 8 | 0.2% | |
| 21 | 12 | 0.3% |
Exec_ID
Numeric
| Distinct count | 162 |
|---|---|
| Unique (%) | 4.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 78.76445342 |
|---|---|
| Minimum | 1 |
| Maximum | 162 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 38 |
| Median | 76 |
| Q3 | 123 |
| 95-th percentile | 151 |
| Maximum | 162 |
| Range | 161 |
| Interquartile range | 85 |
Descriptive statistics
| Standard deviation | 47.44898173 |
|---|---|
| Coef of variation | 0.6024161874 |
| Kurtosis | -1.216859137 |
| Mean | 78.76445342 |
| MAD | 40.64852815 |
| Skewness | 0.03296515378 |
| Sum | 311986 |
| Variance | 2251.405867 |
| Memory size | 31.1 KiB |
| Value | Count | Frequency (%) | |
| 76 | 131 | 3.3% | |
| 14 | 126 | 3.2% | |
| 123 | 121 | 3.1% | |
| 49 | 118 | 3.0% | |
| 119 | 117 | 3.0% | |
| 1 | 111 | 2.8% | |
| 13 | 95 | 2.4% | |
| 140 | 92 | 2.3% | |
| 132 | 87 | 2.2% | |
| 131 | 86 | 2.2% | |
| Other values (152) | 2877 | 72.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 111 | 2.8% | |
| 2 | 5 | 0.1% | |
| 3 | 11 | 0.3% | |
| 4 | 18 | 0.5% | |
| 5 | 9 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 162 | 37 | 0.9% | |
| 161 | 10 | 0.3% | |
| 160 | 8 | 0.2% | |
| 159 | 38 | 1.0% | |
| 158 | 16 | 0.4% |
Executive
Categorical
| Distinct count | 162 |
|---|---|
| Unique (%) | 4.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Jerry Colangelo | 131 |
|---|---|
| Bob Ferry | 126 |
| Pat Williams | 121 |
| Other values (159) |
| Value | Count | Frequency (%) | |
| Jerry Colangelo | 131 | 3.3% | |
| Bob Ferry | 126 | 3.2% | |
| Pat Williams | 121 | 3.1% | |
| Don Nelson | 118 | 3.0% | |
| Norm Sonju | 117 | 3.0% | |
| Al Attles | 111 | 2.8% | |
| Bob Bass | 95 | 2.4% | |
| Rod Thorn | 92 | 2.3% | |
| Red Auerbach | 87 | 2.2% | |
| Ray Patterson | 86 | 2.2% | |
| Other values (152) | 2877 | 72.6% |
| Max length | 40 |
|---|---|
| Mean length | 11.70260035 |
| Min length | 7 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
FG_Percentage
Numeric
| Distinct count | 308 |
|---|---|
| Unique (%) | 7.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.2313766726 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 47.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0.318 |
| Q3 | 0.446 |
| 95-th percentile | 0.514 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0.446 |
Descriptive statistics
| Standard deviation | 0.2272865688 |
|---|---|
| Coef of variation | 0.9823227478 |
| Kurtosis | -1.654595101 |
| Mean | 0.2313766726 |
| MAD | 0.2209461943 |
| Skewness | 0.08893397107 |
| Sum | 916.483 |
| Variance | 0.05165918434 |
| Memory size | 31.1 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1888 | 47.7% | |
| 0.5 | 27 | 0.7% | |
| 0.333 | 27 | 0.7% | |
| 0.435 | 25 | 0.6% | |
| 0.412 | 25 | 0.6% | |
| 0.459 | 23 | 0.6% | |
| 0.439 | 22 | 0.6% | |
| 0.467 | 22 | 0.6% | |
| 0.438 | 22 | 0.6% | |
| 0.429 | 20 | 0.5% | |
| Other values (298) | 1860 | 47.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1888 | 47.7% | |
| 0.056 | 1 | < 0.1% | |
| 0.125 | 1 | < 0.1% | |
| 0.143 | 1 | < 0.1% | |
| 0.154 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1 | 7 | 0.2% | |
| 0.8 | 1 | < 0.1% | |
| 0.75 | 1 | < 0.1% | |
| 0.714 | 1 | < 0.1% | |
| 0.692 | 1 | < 0.1% |
fifth_year
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 60 |
| Value | Count | Frequency (%) | |
| 0 | 3901 | 98.5% | |
| 1 | 60 | 1.5% |
first_year
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 60 |
| Value | Count | Frequency (%) | |
| 0 | 3901 | 98.5% | |
| 1 | 60 | 1.5% |
fourth_year
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 60 |
| Value | Count | Frequency (%) | |
| 0 | 3901 | 98.5% | |
| 1 | 60 | 1.5% |
FT_Percentage
Highly correlated
This variable is highly correlated with FG_Percentage and should be ignored for analysis
| Correlation | 0.9122356846 |
|---|
Games
Numeric
| Distinct count | 856 |
|---|---|
| Unique (%) | 21.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 187.4614996 |
|---|---|
| Minimum | 0 |
| Maximum | 1611 |
| Zeros (%) | 47.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 8 |
| Q3 | 270 |
| 95-th percentile | 875 |
| Maximum | 1611 |
| Range | 1611 |
| Interquartile range | 270 |
Descriptive statistics
| Standard deviation | 301.7305082 |
|---|---|
| Coef of variation | 1.609559877 |
| Kurtosis | 2.117537408 |
| Mean | 187.4614996 |
| MAD | 234.2414923 |
| Skewness | 1.720307685 |
| Sum | 742535 |
| Variance | 91041.29959 |
| Memory size | 31.1 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1869 | 47.2% | |
| 2 | 20 | 0.5% | |
| 8 | 18 | 0.5% | |
| 7 | 16 | 0.4% | |
| 1 | 14 | 0.4% | |
| 4 | 13 | 0.3% | |
| 6 | 13 | 0.3% | |
| 22 | 13 | 0.3% | |
| 3 | 12 | 0.3% | |
| 44 | 12 | 0.3% | |
| Other values (846) | 1961 | 49.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1869 | 47.2% | |
| 1 | 14 | 0.4% | |
| 2 | 20 | 0.5% | |
| 3 | 12 | 0.3% | |
| 4 | 13 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1611 | 1 | < 0.1% | |
| 1504 | 1 | < 0.1% | |
| 1476 | 1 | < 0.1% | |
| 1462 | 1 | < 0.1% | |
| 1424 | 1 | < 0.1% |
Minutes.per.Game
Numeric
| Distinct count | 359 |
|---|---|
| Unique (%) | 9.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 9.325119919 |
|---|---|
| Minimum | 0 |
| Maximum | 41.1 |
| Zeros (%) | 47.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 4.8 |
| Q3 | 17.7 |
| 95-th percentile | 30.8 |
| Maximum | 41.1 |
| Range | 41.1 |
| Interquartile range | 17.7 |
Descriptive statistics
| Standard deviation | 10.92103649 |
|---|---|
| Coef of variation | 1.171141667 |
| Kurtosis | -0.6387257279 |
| Mean | 9.325119919 |
| MAD | 9.487831464 |
| Skewness | 0.8126919144 |
| Sum | 36936.8 |
| Variance | 119.269038 |
| Memory size | 31.1 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1870 | 47.2% | |
| 16 | 16 | 0.4% | |
| 9.9 | 15 | 0.4% | |
| 10.7 | 15 | 0.4% | |
| 19.6 | 14 | 0.4% | |
| 9.6 | 14 | 0.4% | |
| 15.8 | 13 | 0.3% | |
| 3 | 13 | 0.3% | |
| 5.5 | 13 | 0.3% | |
| 12.5 | 13 | 0.3% | |
| Other values (349) | 1965 | 49.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1870 | 47.2% | |
| 1 | 1 | < 0.1% | |
| 1.2 | 1 | < 0.1% | |
| 1.3 | 1 | < 0.1% | |
| 1.5 | 2 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 41.1 | 1 | < 0.1% | |
| 39 | 1 | < 0.1% | |
| 38.6 | 1 | < 0.1% | |
| 38.4 | 1 | < 0.1% | |
| 38.3 | 1 | < 0.1% |
Minutes.Played
Highly correlated
This variable is highly correlated with Games and should be ignored for analysis
| Correlation | 0.9669566564 |
|---|
Pk
Numeric
| Distinct count | 228 |
|---|---|
| Unique (%) | 5.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 70.99621308 |
|---|---|
| Minimum | 1 |
| Maximum | 228 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 25 |
| Median | 50 |
| Q3 | 112 |
| 95-th percentile | 189 |
| Maximum | 228 |
| Range | 227 |
| Interquartile range | 87 |
Descriptive statistics
| Standard deviation | 58.28736921 |
|---|---|
| Coef of variation | 0.8209926514 |
| Kurtosis | -0.3617380521 |
| Mean | 70.99621308 |
| MAD | 48.9955353 |
| Skewness | 0.868621959 |
| Sum | 281216 |
| Variance | 3397.41741 |
| Memory size | 31.1 KiB |
| Value | Count | Frequency (%) | |
| 2 | 40 | 1.0% | |
| 3 | 40 | 1.0% | |
| 7 | 40 | 1.0% | |
| 9 | 40 | 1.0% | |
| 11 | 40 | 1.0% | |
| 13 | 40 | 1.0% | |
| 15 | 40 | 1.0% | |
| 17 | 40 | 1.0% | |
| 19 | 40 | 1.0% | |
| 21 | 40 | 1.0% | |
| Other values (218) | 3561 | 89.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 40 | 1.0% | |
| 2 | 40 | 1.0% | |
| 3 | 40 | 1.0% | |
| 4 | 40 | 1.0% | |
| 5 | 40 | 1.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 228 | 1 | < 0.1% | |
| 227 | 1 | < 0.1% | |
| 226 | 2 | 0.1% | |
| 225 | 3 | 0.1% | |
| 224 | 3 | 0.1% |
Player
Categorical
| Distinct count | 3905 |
|---|---|
| Unique (%) | 98.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Charles Jones | 4 |
|---|---|
| Ken Johnson | 2 |
| Terry Williams | 2 |
| Other values (3902) |
| Value | Count | Frequency (%) | |
| Charles Jones | 4 | 0.1% | |
| Ken Johnson | 2 | 0.1% | |
| Terry Williams | 2 | 0.1% | |
| David Johnson | 2 | 0.1% | |
| John Thomas | 2 | 0.1% | |
| Mike Jackson | 2 | 0.1% | |
| James Anderson | 2 | 0.1% | |
| Gerald Henderson | 2 | 0.1% | |
| Terry Martin | 2 | 0.1% | |
| Mike Smith | 2 | 0.1% | |
| Other values (3895) | 3939 | 99.4% |
| Max length | 24 |
|---|---|
| Mean length | 12.46654885 |
| Min length | 7 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
Points.per.Game
Highly correlated
This variable is highly correlated with Minutes.per.Game and should be ignored for analysis
| Correlation | 0.9549700636 |
|---|
PTS
Highly correlated
This variable is highly correlated with Minutes.Played and should be ignored for analysis
| Correlation | 0.9671282012 |
|---|
second_year
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 60 |
| Value | Count | Frequency (%) | |
| 0 | 3901 | 98.5% | |
| 1 | 60 | 1.5% |
Team
Categorical
| Distinct count | 30 |
|---|---|
| Unique (%) | 0.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| PHI | 184 |
|---|---|
| CHI | 184 |
| POR | 184 |
| Other values (27) |
| Value | Count | Frequency (%) | |
| PHI | 184 | 4.6% | |
| CHI | 184 | 4.6% | |
| POR | 184 | 4.6% | |
| WAS | 176 | 4.4% | |
| PHO | 174 | 4.4% | |
| GSW | 173 | 4.4% | |
| ATL | 172 | 4.3% | |
| CLE | 164 | 4.1% | |
| MIL | 163 | 4.1% | |
| SAC | 161 | 4.1% | |
| Other values (20) | 2226 | 56.2% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
Tenure
Categorical
| Distinct count | 214 |
|---|---|
| Unique (%) | 5.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 9550 days 00:00:00.000000000 | 131 |
|---|---|
| 6208 days 00:00:00.000000000 | 126 |
| 3641 days 00:00:00.000000000 | 109 |
| Other values (211) |
| Value | Count | Frequency (%) | |
| 9550 days 00:00:00.000000000 | 131 | 3.3% | |
| 6208 days 00:00:00.000000000 | 126 | 3.2% | |
| 3641 days 00:00:00.000000000 | 109 | 2.8% | |
| 4335 days 00:00:00.000000000 | 109 | 2.8% | |
| 5859 days 00:00:00.000000000 | 100 | 2.5% | |
| 12493 days 00:00:00.000000000 | 87 | 2.2% | |
| 6417 days 00:00:00.000000000 | 86 | 2.2% | |
| 3694 days 00:00:00.000000000 | 83 | 2.1% | |
| 5425 days 00:00:00.000000000 | 83 | 2.1% | |
| 2510 days 00:00:00.000000000 | 74 | 1.9% | |
| Other values (204) | 2973 | 75.1% |
| Max length | 29 |
|---|---|
| Mean length | 27.89068417 |
| Min length | 26 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
third_year
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 60 |
| Value | Count | Frequency (%) | |
| 0 | 3901 | 98.5% | |
| 1 | 60 | 1.5% |
TP_Percentage
Numeric
| Distinct count | 322 |
|---|---|
| Unique (%) | 8.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.1091441555 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 62.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0.256 |
| 95-th percentile | 0.375 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0.256 |
Descriptive statistics
| Standard deviation | 0.1557791225 |
|---|---|
| Coef of variation | 1.427278646 |
| Kurtosis | 1.545648221 |
| Mean | 0.1091441555 |
| MAD | 0.1371180552 |
| Skewness | 1.228370295 |
| Sum | 432.32 |
| Variance | 0.02426713502 |
| Memory size | 31.1 KiB |
| Value | Count | Frequency (%) | |
| 0 | 2460 | 62.1% | |
| 0.25 | 38 | 1.0% | |
| 0.333 | 37 | 0.9% | |
| 0.2 | 29 | 0.7% | |
| 0.167 | 24 | 0.6% | |
| 0.143 | 18 | 0.5% | |
| 0.5 | 16 | 0.4% | |
| 0.36 | 16 | 0.4% | |
| 0.222 | 15 | 0.4% | |
| 0.286 | 15 | 0.4% | |
| Other values (312) | 1293 | 32.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2460 | 62.1% | |
| 0.024 | 1 | < 0.1% | |
| 0.03 | 1 | < 0.1% | |
| 0.034 | 1 | < 0.1% | |
| 0.037 | 2 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1 | 10 | 0.3% | |
| 0.75 | 1 | < 0.1% | |
| 0.667 | 2 | 0.1% | |
| 0.6 | 1 | < 0.1% | |
| 0.538 | 1 | < 0.1% |
TRB
Numeric
| Distinct count | 1338 |
|---|---|
| Unique (%) | 33.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 803.2466549 |
|---|---|
| Minimum | 0 |
| Maximum | 15091 |
| Zeros (%) | 47.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 7 |
| Q3 | 766 |
| 95-th percentile | 4246 |
| Maximum | 15091 |
| Range | 15091 |
| Interquartile range | 766 |
Descriptive statistics
| Standard deviation | 1709.374701 |
|---|---|
| Coef of variation | 2.128081942 |
| Kurtosis | 14.87406663 |
| Mean | 803.2466549 |
| MAD | 1096.292484 |
| Skewness | 3.38052838 |
| Sum | 3181660 |
| Variance | 2921961.868 |
| Memory size | 31.1 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1885 | 47.6% | |
| 4 | 21 | 0.5% | |
| 2 | 17 | 0.4% | |
| 1 | 16 | 0.4% | |
| 3 | 16 | 0.4% | |
| 10 | 12 | 0.3% | |
| 7 | 11 | 0.3% | |
| 13 | 11 | 0.3% | |
| 6 | 10 | 0.3% | |
| 30 | 9 | 0.2% | |
| Other values (1328) | 1953 | 49.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1885 | 47.6% | |
| 1 | 16 | 0.4% | |
| 2 | 17 | 0.4% | |
| 3 | 16 | 0.4% | |
| 4 | 21 | 0.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 15091 | 1 | < 0.1% | |
| 14968 | 1 | < 0.1% | |
| 14715 | 1 | < 0.1% | |
| 14662 | 1 | < 0.1% | |
| 13748 | 1 | < 0.1% |
TRB.per.game
Numeric
| Distinct count | 113 |
|---|---|
| Unique (%) | 2.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.629588488 |
|---|---|
| Minimum | 0 |
| Maximum | 13.1 |
| Zeros (%) | 47.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0.7 |
| Q3 | 2.7 |
| 95-th percentile | 6.1 |
| Maximum | 13.1 |
| Range | 13.1 |
| Interquartile range | 2.7 |
Descriptive statistics
| Standard deviation | 2.178307437 |
|---|---|
| Coef of variation | 1.336722402 |
| Kurtosis | 2.435459077 |
| Mean | 1.629588488 |
| MAD | 1.713777138 |
| Skewness | 1.57406883 |
| Sum | 6454.8 |
| Variance | 4.74502329 |
| Memory size | 31.1 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1885 | 47.6% | |
| 1 | 71 | 1.8% | |
| 1.4 | 61 | 1.5% | |
| 1.3 | 60 | 1.5% | |
| 2.2 | 55 | 1.4% | |
| 1.8 | 54 | 1.4% | |
| 1.5 | 53 | 1.3% | |
| 2.8 | 52 | 1.3% | |
| 1.1 | 51 | 1.3% | |
| 2.6 | 50 | 1.3% | |
| Other values (103) | 1569 | 39.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1885 | 47.6% | |
| 0.1 | 1 | < 0.1% | |
| 0.2 | 7 | 0.2% | |
| 0.3 | 14 | 0.4% | |
| 0.4 | 16 | 0.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 13.1 | 1 | < 0.1% | |
| 12.7 | 1 | < 0.1% | |
| 12.6 | 1 | < 0.1% | |
| 11.7 | 1 | < 0.1% | |
| 11.5 | 1 | < 0.1% |
Unnamed_0
Highly correlated
This variable is highly correlated with Exec_ID and should be ignored for analysis
| Correlation | 0.997587063 |
|---|
VORP
Numeric
| Distinct count | 370 |
|---|---|
| Unique (%) | 9.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.393284524 |
|---|---|
| Minimum | -8.3 |
| Maximum | 108.6 |
| Zeros (%) | 50.7% |
Quantile statistics
| Minimum | -8.3 |
|---|---|
| 5-th percentile | -1.5 |
| Q1 | -0.1 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 16.7 |
| Maximum | 108.6 |
| Range | 116.9 |
| Interquartile range | 0.1 |
Descriptive statistics
| Standard deviation | 8.865625101 |
|---|---|
| Coef of variation | 3.704375728 |
| Kurtosis | 40.26150068 |
| Mean | 2.393284524 |
| MAD | 4.377189986 |
| Skewness | 5.496720165 |
| Sum | 9479.8 |
| Variance | 78.59930843 |
| Memory size | 31.1 KiB |
| Value | Count | Frequency (%) | |
| 0 | 2007 | 50.7% | |
| -0.1 | 156 | 3.9% | |
| -0.2 | 130 | 3.3% | |
| -0.3 | 100 | 2.5% | |
| -0.4 | 74 | 1.9% | |
| -0.5 | 60 | 1.5% | |
| -0.7 | 49 | 1.2% | |
| -0.6 | 48 | 1.2% | |
| -0.9 | 44 | 1.1% | |
| -0.8 | 42 | 1.1% | |
| Other values (360) | 1251 | 31.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -8.3 | 1 | < 0.1% | |
| -8 | 1 | < 0.1% | |
| -7.4 | 1 | < 0.1% | |
| -7.1 | 1 | < 0.1% | |
| -6.7 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 108.6 | 1 | < 0.1% | |
| 104.4 | 1 | < 0.1% | |
| 102.5 | 1 | < 0.1% | |
| 94 | 1 | < 0.1% | |
| 93.5 | 1 | < 0.1% |
Win.Share
Highly correlated
This variable is highly correlated with VORP and should be ignored for analysis
| Correlation | 0.9249732369 |
|---|
WS_per_game
Numeric
| Distinct count | 360 |
|---|---|
| Unique (%) | 9.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.03005251199 |
|---|---|
| Minimum | -1.264 |
| Maximum | 1.442 |
| Zeros (%) | 47.4% |
Quantile statistics
| Minimum | -1.264 |
|---|---|
| 5-th percentile | -0.029 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0.07 |
| 95-th percentile | 0.133 |
| Maximum | 1.442 |
| Range | 2.706 |
| Interquartile range | 0.07 |
Descriptive statistics
| Standard deviation | 0.07685677201 |
|---|---|
| Coef of variation | 2.5574159 |
| Kurtosis | 86.85311361 |
| Mean | 0.03005251199 |
| MAD | 0.04802116712 |
| Skewness | 0.3788716971 |
| Sum | 119.038 |
| Variance | 0.005906963403 |
| Memory size | 31.1 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1877 | 47.4% | |
| 0.101 | 26 | 0.7% | |
| 0.074 | 23 | 0.6% | |
| 0.069 | 23 | 0.6% | |
| 0.078 | 23 | 0.6% | |
| 0.061 | 22 | 0.6% | |
| 0.087 | 21 | 0.5% | |
| 0.093 | 21 | 0.5% | |
| 0.066 | 20 | 0.5% | |
| 0.079 | 20 | 0.5% | |
| Other values (350) | 1885 | 47.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.264 | 1 | < 0.1% | |
| -0.894 | 1 | < 0.1% | |
| -0.795 | 1 | < 0.1% | |
| -0.667 | 1 | < 0.1% | |
| -0.638 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.442 | 1 | < 0.1% | |
| 1.367 | 1 | < 0.1% | |
| 0.627 | 1 | < 0.1% | |
| 0.36 | 1 | < 0.1% | |
| 0.343 | 1 | < 0.1% |
Yrs
Highly correlated
This variable is highly correlated with Minutes.Played and should be ignored for analysis
| Correlation | 0.9217586744 |
|---|
First rows
| All.Star | All_NBA | Assits.per.Game | AST | attend_college | BPM | College | Draft_Yr | Exec_draft_exp | Exec_ID | Executive | FG_Percentage | fifth_year | first_year | fourth_year | FT_Percentage | Games | Minutes.per.Game | Minutes.Played | Pk | Player | Points.per.Game | PTS | second_year | Team | Tenure | third_year | TP_Percentage | TRB | TRB.per.game | Unnamed_0 | VORP | Win.Share | WS_per_game | Yrs | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 9 | 2 | 1.4 | 2180 | 1 | 1.6 | Centenary College of Louisiana | 1976 | 1 | 1 | Al Attles | 0.537 | 0 | 0 | 0 | 0.721 | 1611 | 28.4 | 45704 | 8 | Robert Parish | 14.5 | 23334 | 0 | GSW | 3641 days 00:00:00.000000000 | 0 | 0.0 | 14715 | 9.1 | 1 | 41.5 | 147.0 | 0.154 | 21 |
| 1 | 0 | 0 | 2.1 | 954 | 1 | 2.2 | Texas A&M University | 1976 | 1 | 1 | Al Attles | 0.501 | 0 | 0 | 0 | 0.755 | 452 | 24.2 | 10916 | 17 | Sonny Parker | 9.9 | 4471 | 0 | GSW | 3641 days 00:00:00.000000000 | 0 | 0.0 | 1841 | 4.1 | 2 | 11.5 | 26.9 | 0.118 | 6 |
| 2 | 0 | 0 | 0.4 | 10 | 1 | -9.9 | University of Texas-Pan American | 1976 | 1 | 1 | Al Attles | 0.371 | 0 | 0 | 0 | 0.933 | 26 | 6.8 | 176 | 34 | Marshall Rogers | 3.8 | 100 | 0 | GSW | 3641 days 00:00:00.000000000 | 0 | 0.0 | 11 | 0.4 | 3 | -0.4 | -0.2 | -0.043 | 1 |
| 3 | 0 | 0 | 0.0 | 0 | 1 | 0.0 | Vanderbilt University | 1976 | 1 | 1 | Al Attles | 0.000 | 0 | 0 | 0 | 0.000 | 0 | 0.0 | 0 | 68 | Jeff Fosnes | 0.0 | 0 | 0 | GSW | 3641 days 00:00:00.000000000 | 0 | 0.0 | 0 | 0.0 | 4 | 0.0 | 0.0 | 0.000 | 0 |
| 4 | 0 | 0 | 0.0 | 0 | 1 | 0.0 | University of California | 1976 | 1 | 1 | Al Attles | 0.000 | 0 | 0 | 0 | 0.000 | 0 | 0.0 | 0 | 86 | Carl Bird | 0.0 | 0 | 0 | GSW | 3641 days 00:00:00.000000000 | 0 | 0.0 | 0 | 0.0 | 5 | 0.0 | 0.0 | 0.000 | 0 |
| 5 | 0 | 0 | 0.0 | 0 | 1 | 0.0 | Stanford University | 1976 | 1 | 1 | Al Attles | 0.000 | 0 | 0 | 0 | 0.000 | 0 | 0.0 | 0 | 91 | Duane Barnett | 0.0 | 0 | 0 | GSW | 3641 days 00:00:00.000000000 | 0 | 0.0 | 0 | 0.0 | 6 | 0.0 | 0.0 | 0.000 | 0 |
| 6 | 0 | 0 | 0.0 | 0 | 1 | 0.0 | Norfolk State University | 1976 | 1 | 1 | Al Attles | 0.000 | 0 | 0 | 0 | 0.000 | 0 | 0.0 | 0 | 104 | Gene Cunningham | 0.0 | 0 | 0 | GSW | 3641 days 00:00:00.000000000 | 0 | 0.0 | 0 | 0.0 | 7 | 0.0 | 0.0 | 0.000 | 0 |
| 7 | 0 | 0 | 0.0 | 0 | 1 | 0.0 | Mercyhurst College | 1976 | 1 | 1 | Al Attles | 0.000 | 0 | 0 | 0 | 0.000 | 0 | 0.0 | 0 | 122 | Jesse Campbell | 0.0 | 0 | 0 | GSW | 3641 days 00:00:00.000000000 | 0 | 0.0 | 0 | 0.0 | 8 | 0.0 | 0.0 | 0.000 | 0 |
| 8 | 0 | 0 | 0.0 | 0 | 1 | 0.0 | West Virginia University | 1976 | 1 | 1 | Al Attles | 0.000 | 0 | 0 | 0 | 0.000 | 0 | 0.0 | 0 | 140 | Stan Boskovich | 0.0 | 0 | 0 | GSW | 3641 days 00:00:00.000000000 | 0 | 0.0 | 0 | 0.0 | 9 | 0.0 | 0.0 | 0.000 | 0 |
| 9 | 0 | 0 | 0.0 | 0 | 1 | 0.0 | University of San Francisco | 1976 | 1 | 1 | Al Attles | 0.000 | 0 | 0 | 0 | 0.000 | 0 | 0.0 | 0 | 157 | Howard Smith | 0.0 | 0 | 0 | GSW | 3641 days 00:00:00.000000000 | 0 | 0.0 | 0 | 0.0 | 10 | 0.0 | 0.0 | 0.000 | 0 |
Last rows
| All.Star | All_NBA | Assits.per.Game | AST | attend_college | BPM | College | Draft_Yr | Exec_draft_exp | Exec_ID | Executive | FG_Percentage | fifth_year | first_year | fourth_year | FT_Percentage | Games | Minutes.per.Game | Minutes.Played | Pk | Player | Points.per.Game | PTS | second_year | Team | Tenure | third_year | TP_Percentage | TRB | TRB.per.game | Unnamed_0 | VORP | Win.Share | WS_per_game | Yrs | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3951 | 0 | 0 | 1.7 | 161 | 1 | -3.4 | Oregon State University | 1981 | 5 | 162 | Zollie Volchok | 0.507 | 0 | 0 | 0 | 0.458 | 97 | 8.3 | 808 | 53 | Mark Radford | 3.6 | 347 | 0 | OKC | 2189 days 00:00:00.000000000 | 0 | 0.286 | 76 | 0.8 | 3952 | -0.3 | 0.4 | 0.023 | 2 |
| 3952 | 0 | 0 | 0.0 | 0 | 1 | 0.0 | University of Washington | 1981 | 5 | 162 | Zollie Volchok | 0.000 | 0 | 0 | 0 | 0.000 | 0 | 0.0 | 0 | 99 | Andra Griffin | 0.0 | 0 | 0 | OKC | 2189 days 00:00:00.000000000 | 0 | 0.000 | 0 | 0.0 | 3953 | 0.0 | 0.0 | 0.000 | 0 |
| 3953 | 0 | 0 | 0.0 | 0 | 1 | 0.0 | Auburn University | 1981 | 5 | 162 | Zollie Volchok | 0.000 | 0 | 0 | 0 | 0.000 | 0 | 0.0 | 0 | 122 | Earl Banks | 0.0 | 0 | 0 | OKC | 2189 days 00:00:00.000000000 | 0 | 0.000 | 0 | 0.0 | 3954 | 0.0 | 0.0 | 0.000 | 0 |
| 3954 | 0 | 0 | 0.0 | 0 | 1 | 0.0 | Villanova University | 1981 | 5 | 162 | Zollie Volchok | 0.000 | 0 | 0 | 0 | 0.000 | 0 | 0.0 | 0 | 145 | Tom Sienkiewicz | 0.0 | 0 | 0 | OKC | 2189 days 00:00:00.000000000 | 0 | 0.000 | 0 | 0.0 | 3955 | 0.0 | 0.0 | 0.000 | 0 |
| 3955 | 0 | 0 | 0.0 | 0 | 1 | -9.5 | University of Oregon | 1982 | 6 | 162 | Zollie Volchok | 0.538 | 0 | 0 | 0 | 0.833 | 9 | 2.9 | 26 | 65 | John Greig | 2.1 | 19 | 0 | OKC | 2189 days 00:00:00.000000000 | 0 | 0.000 | 6 | 0.7 | 3956 | 0.0 | 0.1 | 0.182 | 1 |
| 3956 | 0 | 0 | 0.0 | 0 | 1 | 0.0 | University of Idaho | 1982 | 6 | 162 | Zollie Volchok | 0.000 | 0 | 0 | 0 | 0.000 | 0 | 0.0 | 0 | 88 | Ken Owens | 0.0 | 0 | 0 | OKC | 2189 days 00:00:00.000000000 | 0 | 0.000 | 0 | 0.0 | 3957 | 0.0 | 0.0 | 0.000 | 0 |
| 3957 | 0 | 0 | 0.0 | 0 | 1 | 0.0 | Southern Illinois University | 1982 | 6 | 162 | Zollie Volchok | 0.000 | 0 | 0 | 0 | 0.000 | 0 | 0.0 | 0 | 111 | Rod Camp | 0.0 | 0 | 0 | OKC | 2189 days 00:00:00.000000000 | 0 | 0.000 | 0 | 0.0 | 3958 | 0.0 | 0.0 | 0.000 | 0 |
| 3958 | 0 | 0 | 0.0 | 0 | 1 | 0.0 | University of North Carolina at Charlotte | 1982 | 6 | 162 | Zollie Volchok | 0.000 | 0 | 0 | 0 | 0.000 | 0 | 0.0 | 0 | 134 | Bobby Potts | 0.0 | 0 | 0 | OKC | 2189 days 00:00:00.000000000 | 0 | 0.000 | 0 | 0.0 | 3959 | 0.0 | 0.0 | 0.000 | 0 |
| 3959 | 0 | 0 | 0.0 | 0 | 1 | 0.0 | Northern Illinois University | 1982 | 6 | 162 | Zollie Volchok | 0.000 | 0 | 0 | 0 | 0.000 | 0 | 0.0 | 0 | 157 | Allen Rayhorn | 0.0 | 0 | 0 | OKC | 2189 days 00:00:00.000000000 | 0 | 0.000 | 0 | 0.0 | 3960 | 0.0 | 0.0 | 0.000 | 0 |
| 3960 | 0 | 0 | 0.0 | 0 | 1 | 0.0 | University of Washington | 1982 | 6 | 162 | Zollie Volchok | 0.000 | 0 | 0 | 0 | 0.000 | 0 | 0.0 | 0 | 180 | Steve Burks | 0.0 | 0 | 0 | OKC | 2189 days 00:00:00.000000000 | 0 | 0.000 | 0 | 0.0 | 3961 | 0.0 | 0.0 | 0.000 | 0 |